Additionally, axial dynamic deformable convolution is used to improve adaptability and robustness. The resulting PMA-DETR architecture achieves state-of-the-art tumor detection while maintaining ...

Abstract: DEtection TRansformer (DETR) is an innovative object detection framework based on transformer architecture that achieves end-to-end detection using a self-attention mechanism, moving away ...

Additionally, the model can be modified for instance segmentation based on the approach described in this paper. The modified model architecture would resemble the following: ...

conda create -n DG-DETR python=3.10 # create a virtual env pip install -r requirements.txt # install other needed packages Thanks to Yian Zhao et al for releasing ...